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Exploring the availability and accessibility of medication abortion pills in Nepal pharmacies: Reported versus actual provision practices

2025· article· en· W4415045710 on OpenAlexaff
Angel M. Foster

Bibliographic record

VenueContraception · 2025
Typearticle
Languageen
FieldMedicine
TopicReproductive Health and Contraception
Canadian institutionsUniversity of Ottawa
Fundersnot available
KeywordsPharmacyMedical prescriptionPillAbortionService (business)Family planningScale (ratio)Quality (philosophy)

Abstract

fetched live from OpenAlex

OBJECTIVES: The Nepal government allows medication abortion pills to be dispensed from pharmacies if the patient has a prescription. We aimed to assess the availability of medication abortion pills, with and without a prescription, from pharmacies and the provision practices of pharmacy workers in Eastern Nepal. STUDY DESIGN: We conducted a cross-sectional survey among 489 pharmacy workers to document knowledge, availability, and provision practices related to medication abortion pills. After a month, we revisited 180 pharmacies using a mystery client approach to understand actual provision practices. We analyzed these data with descriptive statistics. RESULTS: Pharmacy workers in about 16% (n = 28/180) of surveyed pharmacies reported selling medication abortion pills. In contrast, mystery clients obtained these pills without a prescription in more than one-third (n = 69/180, 38%) of their visits. All mystery clients obtained mifepristone and misoprostol either through combination packages (n = 59/69, 86%) or in separate packages (n = 10/69, 14%). Mystery clients paid an average of 1062 Nepali Rupees (NRS) (approximately USD8), about 1.6 times more than the NRS654 (approximately USD5) price reported during the survey. Pharmacy workers asked mystery clients questions about gestational age to confirm pregnancy status and provided information on the timing of use and possible side effects. CONCLUSIONS: Despite the current regulatory status, our findings suggest mifepristone and misoprostol are available without a prescription in about two out of five community pharmacies in Eastern Nepal. Supporting efforts to ensure women seeking medication abortion pills from pharmacies have up-to-date and medically accurate information appears warranted. IMPLICATIONS: Pharmacies are increasingly becoming key players in the community-based distribution of mifepristone/misoprostol in Nepal. Supporting pharmacy workers to provide medication abortion pills without a prescription at scale could advance equitable access to abortion care. Ensuring appropriate training for pharmacy workers is essential to safeguard service quality and safety.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.171
GPT teacher head0.429
Teacher spread0.258 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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